The former Tesco employee's LP, produced by Nigel Wright, will be released by Sony Music in Ireland on March 25 and the UK on March 28.
Among the songs featured on the album are covers performed by Byrne on the ITV1 show including 'This Is A Man's World', 'I Who Have Nothing' and 'The Way We Were'.
"Recording this album was a dream come true. I'm so grateful for all of the support I received both during and after the show," Byrne said. "Nothing I'm experiencing now would have been possible without the wonderful people who picked up their phone each weekend and voted for me! I hope you enjoy listening to the album as much as I enjoyed making it."
The full tracklisting of Mine & Yours is as follows:
1. 'This Is A Mans World'
2. 'I Just Call You Mine'
4. 'You're My World'
5. 'I Who Have Nothing'
6. 'The Way We Were'
8. 'My Life'
9. 'You Don't Have To Say You Love Me'
10. 'All I Want Is You'
11. 'Always On My Mind'
Byrne will appear on The X Factor tour which begins this weekend in Birmingham.